Mining Method Research With Association Rule Based on Improved Genetic Algorithm

被引：0
|
作者：
Wei, Xianmin [1 ]
机构：
[1] Weifang Univ, Comp & Commun Engn Sch, Weifang, Peoples R China
来源：
2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4 | 2012年
关键词：
data mining; association rules; genetic algorithm;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
While outlining data mining with association rules and genetic algorithms, this paper proposed an association rules extraction algorithm based on modified genetic algorithm, and from struction of encoding method, fitness function and from design of genetic operators to discuss and analyze this algorithm. Finally, a simple application of data examples illustrates the effectiveness of this method.
引用
收藏
页码：2456 / 2459
页数：4
相关论文
共 50 条
  • [1] Method of Association Rule Mining Based on Improved Genetic Algorithm
    Xiang, Zhuoyuan
    Li, Ying
    2010 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (MSE 2010), VOL 4, 2010, : 265 - 267
  • [2] Research On QAR Data Mining Method Based On Improved Association Rule
    Qiao Yongwei
    Yang Hui
    Dong Tingjian
    INTERNATIONAL CONFERENCE ON APPLIED PHYSICS AND INDUSTRIAL ENGINEERING 2012, PT B, 2012, 24 : 1514 - 1519
  • [3] Research on Audit Log Association Rule Mining Based on Improved Apriori Algorithm
    Cheng, Maocai
    Xu, Kaiyong
    Gong, Xuerong
    PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2016, : 11 - 17
  • [4] Research of Association Rule Algorithm based on Data Mining
    Song, Changxin
    PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2016, : 23 - 26
  • [5] Multilevel Index Algorithm Based on Improved Association Rule Mining
    Duan, J. H.
    Yuan, M.
    2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE AND INTERNET TECHNOLOGY, CII 2017, 2017, : 131 - 139
  • [6] An improved association rule mining algorithm based on weight function
    Department of Computer Information, Xinqiao Polytechnic Institute, Shanghai 200237, China
    不详
    Hua Dong Li Gong Da Xue/J East China Univ Sci Technol, 2006, 5 (579-582):
  • [7] MANIEA: a microbial association network inference method based on improved Eclat association rule mining algorithm
    Liu, Maidi
    Ye, Yanqing
    Jiang, Jiang
    Yang, Kewei
    BIOINFORMATICS, 2021, 37 (20) : 3569 - 3578
  • [8] Research on Data Association Rules Mining Method Based on Improved Apriori Algorithm
    Cong, Yi
    2020 INTERNATIONAL CONFERENCE ON BIG DATA & ARTIFICIAL INTELLIGENCE & SOFTWARE ENGINEERING (ICBASE 2020), 2020, : 373 - 376
  • [9] Mining Interesting Positive and Negative Association Rule Based on Improved Genetic Algorithm (MIPNAR_GA)
    Rai, Nikky Suryawanshi
    Jain, Susheel
    Jain, Anurag
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2014, 5 (01) : 160 - 165
  • [10] AN IMPROVED ALGORITHM FOR MINING ASSOCIATION RULE IN RELATIONAL DATABASE
    Wang, Pei
    An, Chunhong
    Wang, Lei
    PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2014, : 247 - 252
12345